1. 環境
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M1 Macbook Air
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Parallels Desktop 17
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關於虛擬機,在之前嘗試了UTM,但是性能欠佳,卡頓情況比較多,而且未能解決聯網問題,最終只能含淚放棄
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Parallels Desktop真的好貴~
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Ubuntu 20.04 ARM 64系統
2. 需要哪些元素
A. Eigen
B. Pangolin
C. Opencv
D. Orb-slam2
3. 如何准備
這里只記錄准備的過程,不對相關的庫或者內容進行介紹
A. Eigen
i. 下載地址:https://eigen.tuxfamily.org/index.php?title=Main_Page
ii. 我下載的是當時最新版本:3.4.0
B. Panolin
i. Github地址:https://github.com/stevenlovegrove/Pangolin
ii. 按照readme進行安裝,無特殊情況
# Get Pangolin cd ~/your_fav_code_directory git clone --recursive https://github.com/stevenlovegrove/Pangolin.git cd Pangolin # Install dependencies (as described above, or your preferred method) ./scripts/install_prerequisites.sh recommended # Configure and build mkdir build && cd build cmake .. cmake --build .
iv. 值得注意的是,在進行代碼clone時,需要添加—recursive
C. Opencv
i. 下載地址:https://opencv.org/releases/
ii. 我下載的是當時最新版本:4.5.4
iii. 安裝操作:
cd opencv4.5.4 mkdir build cd build cmake -D CMAKE_BUILD_TYPE=RELEASE -D CMAKE_INSTALL_PREFIX=/usr/local .. make -j6 sudo make install
D. Orb-slam 2
i. Github 地址:https://github.com/raulmur/ORB_SLAM2
ii. 完成代碼clone之后,需要進行修改:
1. CMakeLists.txt:
a. 需要添加對cpp 14特性的支持:
if(COMPILER_SUPPORTS_CXX11)
set(CMAKE_CXX_FLAGS "${CMAKE_CXX_FLAGS} -std=c++11")
+ set(CMAKE_CXX_STANDARD 14)
+ set(CMAKE_CXX_STANDARD_REQUIRED ON)
+ set(CMAKE_CXX_EXTENSIONS OFF)
add_definitions(-DCOMPILEDWITHC11)
message(STATUS "Using flag -std=c++11.")
b. 修改opencv版本要求:
-find_package(OpenCV 3.0 QUIET) +find_package(OpenCV 4.5 QUIET)
c. 修改對Eigen3的要求:
-find_package(Eigen3 3.1.0 REQUIRED) +find_package(Eigen3 3.1.0 REQUIRED NO_MODULE)
2. Thirdparty/DBoW2/CMakeLists.txt
a. 修改opencv版本要求:
-find_package(OpenCV 3.0 QUIET) +find_package(OpenCV 4.5 QUIET)
3. include/LoopClosing.h
a. 修改類別定義問題:
- Eigen::aligned_allocator<std::pair<const KeyFrame*, g2o::Sim3> > > KeyFrameAndPose; + Eigen::aligned_allocator<std::pair<KeyFrame* const, g2o::Sim3> > > KeyFrameAndPose;
4. include/ORBextractor.h
a. 修改opencv頭文件引用問題:
-#include <opencv/cv.h> +#include <opencv2/imgproc/imgproc_c.h> +#include <opencv2/highgui/highgui_c.h>
5. include/System.h
a. 解決找不到CV_LOAD_IMAGE_UNCHANGED問題:
+#include<opencv2/imgcodecs/legacy/constants_c.h>
b. 解決usleep函數不存在問題:
+#include<unistd.h>
iii. 修改完,進行編譯:
cd ORB_SLAM2 chmod +x build.sh ./build.sh
4. 測試是否成功
A. 下載測試數據:http://vision.in.tum.de/data/datasets/rgbd-dataset/download
B. 例如下載:Sequence 'freiburg1_360',注意下載時是freiburg1還是freiburg2
C. 下載完成解壓縮
D. 回到orb-slam2的目錄:
./Examples/Monocular/mono_tum Vocabulary/ORBvoc.txt Examples/Monocular/TUMX.yaml PATH_TO_SEQUENCE_FOLDER
